Industrialising rare event models - Alex Cameron, CTO @ Descartes Underwriting


Details
⚠️ Limited seating: 50 people. ⚠️
Book your seat by registering on meetup. If you can't make it, please unregister so others can enjoy your spot.
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Long-tail events modeling is at the core of Descartes Underwriting's products. This requires the use of time series extensions and advanced statistics, the tooling required for this goes beyond your vanilla python's stack for data science.
In this talk, Descartes' CTO, Alexandre Cameron, will tell us the story and show some concrete examples of the in-house framework they developed to solve the challenges associated with optimising data management, packaging, deployment and visualisation in their specific context.
⏰ Schedule
- 19h00 - 19h30: Welcome & Introduction 👋
- 19h30 - 20h00: Talk 🎙
- 20h00 - 20h15: Q&A Session 🙋♀️
- 20h15 - 22h00: Cocktail & Networking 🥂
🎙 About the speaker
Alexandre Cameron is the CTO of Descartes Underwriting where he oversees the development, run and maintenance of rare events models. Previously he contributed to many different data science projects on topics such as sound defect detection, image classification and time series regression, among others.
🙌 About the sponsors
Descartes Underwriting is an InsurTech that offers a new generation of parametric insurance against climate risks, by leveraging a unique data-driven approach.
Equancy is a consulting firm renowned for its expertise in data and technologies. They accompany companies in their growth strategies based around Data and Digital, from set up strategies to model industrialization.
nibble helps organisations scale their data-heavy algorithmic initiatives with a mix of service and integration of their custom software solutions.
🤩 Audience
This is a meetup for data professionals who want to push forward the productionization of machine learning development within their organizations: data scientists, data engineers, software and devops engineers, data project/product managers...
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Industrialising rare event models - Alex Cameron, CTO @ Descartes Underwriting